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Running pipeline stage VLLMUploader
Starting job with name chaiml-ssnew-v5-dpo-lr-19068-v15-uploader
Waiting for job on chaiml-ssnew-v5-dpo-lr-19068-v15-uploader to finish
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: Using quantization_mode: fp8
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: Repo ChaiML/ssnew-v5-dpo-lr5e6b01-lora-FP8 already ends in FP8. Skipping...
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: Checking if ChaiML/ssnew-v5-dpo-lr5e6b01-lora-FP8 already exists in ChaiML
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: Downloading snapshot of ChaiML/ssnew-v5-dpo-lr5e6b01-lora-FP8...
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: Downloaded in 11.050s
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: Processed model ChaiML/ssnew-v5-dpo-lr5e6b01-lora-FP8 in 14.593s
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: creating bucket guanaco-vllm-models
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: if re.search("-\.", bucket, re.UNICODE):
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: if re.search("\.\.", bucket, re.UNICODE):
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-ssnew-v5-dpo-lr-19068-v15/default
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-ssnew-v5-dpo-lr-19068-v15/default/special_tokens_map.json
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: cp /dev/shm/model_output/recipe.yaml s3://guanaco-vllm-models/chaiml-ssnew-v5-dpo-lr-19068-v15/default/recipe.yaml
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-ssnew-v5-dpo-lr-19068-v15/default/tokenizer_config.json
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: cp /dev/shm/model_output/README.md s3://guanaco-vllm-models/chaiml-ssnew-v5-dpo-lr-19068-v15/default/README.md
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-ssnew-v5-dpo-lr-19068-v15/default/config.json
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-ssnew-v5-dpo-lr-19068-v15/default/generation_config.json
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-ssnew-v5-dpo-lr-19068-v15/default/model.safetensors.index.json
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-ssnew-v5-dpo-lr-19068-v15/default/.gitattributes
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-ssnew-v5-dpo-lr-19068-v15/default/tokenizer.json
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: cp /dev/shm/model_output/model-00006-of-00006.safetensors s3://guanaco-vllm-models/chaiml-ssnew-v5-dpo-lr-19068-v15/default/model-00006-of-00006.safetensors
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: cp /dev/shm/model_output/model-00005-of-00006.safetensors s3://guanaco-vllm-models/chaiml-ssnew-v5-dpo-lr-19068-v15/default/model-00005-of-00006.safetensors
chaiml-ssnew-v5-dpo-lr-19068-v15-uploader: cp /dev/shm/model_output/model-00002-of-00006.safetensors s3://guanaco-vllm-models/chaiml-ssnew-v5-dpo-lr-19068-v15/default/model-00002-of-00006.safetensors
2026-03-25T12:26:49.651027+00:00 monitor updated for chaiml-ssnew-v5-dpo-lr_19068_v15
Job chaiml-ssnew-v5-dpo-lr-19068-v15-uploader completed after 62.43s with status: succeeded
Stopping job with name chaiml-ssnew-v5-dpo-lr-19068-v15-uploader
Pipeline stage VLLMUploader completed in 62.97s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 3.60s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service chaiml-ssnew-v5-dpo-lr-19068-v15
Waiting for inference service chaiml-ssnew-v5-dpo-lr-19068-v15 to be ready
2026-03-25T12:27:49.783036+00:00 monitor updated for chaiml-ssnew-v5-dpo-lr_19068_v15
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Starting job with name chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader
Waiting for job on chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader to finish
2026-03-25T12:28:49.880326+00:00 monitor updated for chaiml-ssnew-v5-dpo-lr_19068_v15
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: Using quantization_mode: fp8
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: Repo ChaiML/csfs-v3-3-dpo-lr5e6b01-lora-FP8 already ends in FP8. Skipping...
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: Checking if ChaiML/csfs-v3-3-dpo-lr5e6b01-lora-FP8 already exists in ChaiML
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: Downloading snapshot of ChaiML/csfs-v3-3-dpo-lr5e6b01-lora-FP8...
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: Downloaded in 10.686s
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: Processed model ChaiML/csfs-v3-3-dpo-lr5e6b01-lora-FP8 in 14.308s
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: creating bucket guanaco-vllm-models
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: if re.search("-\.", bucket, re.UNICODE):
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: if re.search("\.\.", bucket, re.UNICODE):
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-lr5-937-v10/default
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-lr5-937-v10/default/model.safetensors.index.json
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: cp /dev/shm/model_output/README.md s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-lr5-937-v10/default/README.md
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-lr5-937-v10/default/.gitattributes
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-lr5-937-v10/default/special_tokens_map.json
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-lr5-937-v10/default/config.json
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-lr5-937-v10/default/tokenizer_config.json
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-lr5-937-v10/default/generation_config.json
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: cp /dev/shm/model_output/recipe.yaml s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-lr5-937-v10/default/recipe.yaml
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-lr5-937-v10/default/tokenizer.json
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: cp /dev/shm/model_output/model-00006-of-00006.safetensors s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-lr5-937-v10/default/model-00006-of-00006.safetensors
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: cp /dev/shm/model_output/model-00005-of-00006.safetensors s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-lr5-937-v10/default/model-00005-of-00006.safetensors
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: cp /dev/shm/model_output/model-00003-of-00006.safetensors s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-lr5-937-v10/default/model-00003-of-00006.safetensors
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: cp /dev/shm/model_output/model-00002-of-00006.safetensors s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-lr5-937-v10/default/model-00002-of-00006.safetensors
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: cp /dev/shm/model_output/model-00004-of-00006.safetensors s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-lr5-937-v10/default/model-00004-of-00006.safetensors
chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader: cp /dev/shm/model_output/model-00001-of-00006.safetensors s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-lr5-937-v10/default/model-00001-of-00006.safetensors
Job chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader completed after 44.94s with status: succeeded
Stopping job with name chaiml-csfs-v3-3-dpo-lr5-937-v10-uploader
Pipeline stage VLLMUploader completed in 45.63s
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Creating inference service chaiml-csfs-v3-3-dpo-lr5-937-v10
Waiting for inference service chaiml-csfs-v3-3-dpo-lr5-937-v10 to be ready
2026-03-25T12:29:34.408331+00:00 monitor updated for chaiml-csfs-v3-3-dpo-lr5_937_v10
Inference service chaiml-ssnew-v5-dpo-lr-19068-v15 ready after 160.3820993900299s
Pipeline stage VLLMDeployer completed in 161.03s
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Received healthy response to inference request in 4.398024559020996s
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2026-03-25T12:29:50.301336+00:00 monitor updated for chaiml-ssnew-v5-dpo-lr_19068_v15
Received healthy response to inference request in 4.192166566848755s
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2026-03-25T12:30:34.559458+00:00 monitor updated for chaiml-csfs-v3-3-dpo-lr5_937_v10
Received healthy response to inference request in 2.6743898391723633s
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Received healthy response to inference request in 2.677527904510498s
2026-03-25T12:30:50.468886+00:00 monitor updated for chaiml-ssnew-v5-dpo-lr_19068_v15
Received healthy response to inference request in 4.31263542175293s
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Received healthy response to inference request in 2.757887840270996s
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5th percentile: 2.659903848171234
10th percentile: 2.669041872024536
20th percentile: 2.677559185028076
30th percentile: 2.68621141910553
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50th percentile: 2.7221072912216187
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70th percentile: 2.7729697465896606
80th percentile: 2.811470746994019
90th percentile: 4.283035206794739
95th percentile: 4.359599447250366
99th percentile: 4.521183195114136
mean time: 2.988926919301351
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